The morning commute was usually a chore. The crowded train, the delayed schedule, the endless sea of faces – all typically drained him of any enthusiasm. Today, however, he found himself humming along to the music on his headphones, tapping his foot, and smiling at strangers.

He arrived home. His girlfriend, Lena, greeted him with a smile, a freshly brewed pot of coffee, and a small, slightly crooked sign that read "Guten Tag, Schatzi."

He froze, his bag slipping from his shoulder. The sign, the German greeting... It was all so perfect.

"You... you made this?" he asked, his voice a little breathless.

Lena nodded, her cheeks flushed. "I've been taking some lessons."

He felt a surge of happiness that made his whole body tingle. He rushed toward her, laughing and pulling her into a hug. "I can't believe it," he said, burying his face in her hair. "This is the best!"

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343